From 05263b1a89eed8c472d85983c8dbf7856c0fd3cc Mon Sep 17 00:00:00 2001 From: Kent Rancourt Date: Fri, 17 Jan 2025 17:46:02 -0500 Subject: [PATCH] docs: document patterns for addressing common use cases (#3309) Signed-off-by: Kent Rancourt --- docs/docs/60-new-docs/30-faqs.md | 10 +- .../60-new-docs/60-user-guide/30-patterns.md | 12 - .../30-patterns/img/a-b-testing.png | Bin 0 -> 79023 bytes .../30-patterns/img/assembly.png | Bin 0 -> 147468 bytes .../30-patterns/img/common-case.png | Bin 0 -> 81256 bytes .../30-patterns/img/config-updater.png | Bin 0 -> 65434 bytes .../30-patterns/img/control-flow.png | Bin 0 -> 136861 bytes .../30-patterns/img/fan-out-in.png | Bin 0 -> 70276 bytes .../30-patterns/img/grouped-services.png | Bin 0 -> 73322 bytes .../30-patterns/img/image-updater.png | Bin 0 -> 63490 bytes .../30-patterns/img/multiple-warehouses.png | Bin 0 -> 89182 bytes .../30-patterns/img/ordered-services.png | Bin 0 -> 125243 bytes .../30-patterns/img/parallel-pipelines.png | Bin 0 -> 98110 bytes .../30-patterns/img/pre-pipelines.png | Bin 0 -> 116786 bytes .../60-user-guide/30-patterns/img/tangled.png | Bin 0 -> 123436 bytes .../60-user-guide/30-patterns/index.md | 717 ++++++++++++++++++ 16 files changed, 722 insertions(+), 17 deletions(-) delete mode 100644 docs/docs/60-new-docs/60-user-guide/30-patterns.md create mode 100644 docs/docs/60-new-docs/60-user-guide/30-patterns/img/a-b-testing.png create mode 100644 docs/docs/60-new-docs/60-user-guide/30-patterns/img/assembly.png create mode 100644 docs/docs/60-new-docs/60-user-guide/30-patterns/img/common-case.png create mode 100644 docs/docs/60-new-docs/60-user-guide/30-patterns/img/config-updater.png create mode 100644 docs/docs/60-new-docs/60-user-guide/30-patterns/img/control-flow.png create mode 100644 docs/docs/60-new-docs/60-user-guide/30-patterns/img/fan-out-in.png create mode 100644 docs/docs/60-new-docs/60-user-guide/30-patterns/img/grouped-services.png create mode 100644 docs/docs/60-new-docs/60-user-guide/30-patterns/img/image-updater.png create mode 100644 docs/docs/60-new-docs/60-user-guide/30-patterns/img/multiple-warehouses.png create mode 100644 docs/docs/60-new-docs/60-user-guide/30-patterns/img/ordered-services.png create mode 100644 docs/docs/60-new-docs/60-user-guide/30-patterns/img/parallel-pipelines.png create mode 100644 docs/docs/60-new-docs/60-user-guide/30-patterns/img/pre-pipelines.png create mode 100644 docs/docs/60-new-docs/60-user-guide/30-patterns/img/tangled.png create mode 100644 docs/docs/60-new-docs/60-user-guide/30-patterns/index.md diff --git a/docs/docs/60-new-docs/30-faqs.md b/docs/docs/60-new-docs/30-faqs.md index 1ba211569..6c8c81579 100644 --- a/docs/docs/60-new-docs/30-faqs.md +++ b/docs/docs/60-new-docs/30-faqs.md @@ -124,8 +124,8 @@ repositories, but it _is_ important that you segregate the configurations for individual applications or services such that commits to your repository can easily be selected or ignored on the basis of what paths they affect. -Our [Patterns](./60-user-guide/30-patterns.md) section will provide suggestions for how -to structure monorepos to enable various scenarios. +Our [Patterns](./60-user-guide/30-patterns/index.md) section will provide +suggestions for how to structure monorepos to enable various scenarios. ### _Does Kargo support microservices?_ @@ -140,15 +140,15 @@ ensure that state changes for a number of related microservices are promoted together as a unit. There are a number of different ways to achieve this with Kargo, depending on your specific needs. -Our [Patterns](./60-user-guide/30-patterns.md) section provides additional guidance on -this topic. +Our [Patterns](./60-user-guide/30-patterns/index.md) section provides additional +guidance on this topic. **_Follow up question: What if I need to promote several microservices in a specific order?_** Kargo can accommodate this as well, and once again there are a number of ways to approach it depending on your needs and our -[Patterns](./60-user-guide/30-patterns.md) section should help. +[Patterns](./60-user-guide/30-patterns/index.md) section should help. ### _How do I integrate with multiple Argo CD control planes?_ diff --git a/docs/docs/60-new-docs/60-user-guide/30-patterns.md b/docs/docs/60-new-docs/60-user-guide/30-patterns.md deleted file mode 100644 index ee9400254..000000000 --- a/docs/docs/60-new-docs/60-user-guide/30-patterns.md +++ /dev/null @@ -1,12 +0,0 @@ ---- -sidebar_label: Patterns ---- - -# Patterns - -:::warning -This section is expected to be quite extensive. - -Kent and Jesse to agree on and document a few high-value patterns by the end -of the week. -::: diff --git a/docs/docs/60-new-docs/60-user-guide/30-patterns/img/a-b-testing.png b/docs/docs/60-new-docs/60-user-guide/30-patterns/img/a-b-testing.png new file mode 100644 index 0000000000000000000000000000000000000000..d977ad4a9d4c57f90ce4262e85068433e475153a GIT binary patch literal 79023 zcmeFZ1yEGq|2HlO3ZjT0ASxj&i%KcoAR#U-Dc#+*#FB~vq9QDvf~0hJNH@~GbhFgL z(#vzvPdMMNGyj?2{AZr$nR%R9_p$F@0K__UoQWBjdcp#zw}H=3<3eZl?)w>jcpvw zY@J@Dotyw2N6eL9IlYpV;WM&KxW4$Am6qmb6DLbS+E=m)G-9?6#xz_kPgtJN3SFb2p%HK}GT~DcfBsi@;4eX1 zGbblIK2}y27Z(;6b{1O)Q`V=vyu7SW*jU-vn1L3|j&3$i`mW42j>{7pyP*wN6z z+|J3|)`sSSuD*e-vy&h#?ZrU<{QLEs#;)f7j%4Hb*R+5MvR>R_eaiBL^&i?mSAmOP z`4r4ujjhzh&8>mu0mcyGe8MB}v;BYF`FF(MdcOL%=TkN=&fmNKcI!X8syG@uh}l{L zV>$`_yET7x{{7}(9R*k~rvBSf{95OqzXA&_bWMQupG_0Grtf?Q`_d(mOAzsA%C1-& zQ}}U1^O*Xbt!U4*XjSuPC*Q0fFT#j!(Tn=Q9OTai za|!#u{v*oA*2lU>;rrlEH+_6aX#!gbu&{85L@xcuf4-N2mRFpry%4Er$Iy>dzr`l6(cPs$C0;qE67rbengQnjl^5raew%j*%?dKs%GJI}H1|S{41#&Go*Q zfq{)XZZkYJH8$qWR6CClIGlMS$3(`WwZgO{MvWcJAX{PANW@%?+0j zi8rW1El&rKiYNN7;qGNNQ)^uYD?gHeA2=-|05O3g0VyspYz2h%>C?XG<}c6Q07B@z zrp)kkd1;9ckU5_Z_j&sRo9CK?;+rSSY;}Qg;&}QXH4q2{80W^lCD0PD;}TC$g=ues zoB@@vS2f(7+j@MV%b@M^17I9p$24FZr`0*o(o@40o=lg;j&ML63Gc6fmL4gk@dWZR zGIm00j>{IlU!`_3D6pFq1r){VKr5t+wPr6A?(VWVx!N`NiGS0M7_~801Uy9z%!T1; z@ICGxNXTY%!)caroPa)t|2#*>V z7>FOt@|J%7;m&N6!S~m=JqDXoRW8rEY6X;vAKd-}-vRuOC*$h?o5M936@U8&?(z}& zzmJ3dpIQJk0nz^^wGbBDbdS>_%xQCSY^z(d)G9h>L}Kdf&js4aSCs&UG0a zZqEWt%Wa!b6b0K~TLdlPlYjxySs%^;WR8#$kXiL26F{~tM{)s~}X??3s|z7ZEYcR@voS4sz=qkJWtTh#Hgk~lK8>curNSGNAvZ8ao9~i z0pp-IRzXWU^R4`uE(2+@z&O__0GW+uH{}bekd9;l#$h-40C!i*)mrT`n5p*#I!3p&)K;(eg zmfO$A4OZzlUNI$mbM+>a81;dIJ+3*s;tKiEyS}fIz*8LUE&__;`kfijQahZ1Kaf{Y zaOy%)7&Qgl0-OM*S2IjYh#DAq(+1!M-xGcI2PG|X$+!OY!!iaPy?3(8f3kyk|IgO_ zQhWbL+PeR_rVXl z=mf1zvUp{LJO-RN-!+DrPWIGe&LFbiA}As)Y`0AF(7|(|cJ&IOa%=_-oKq$uL}})r z#{vFMbMtY9$u}{84PR^e%ocz5JPV-u$AS8C7jJ<{I&3OFm)=+HMlQW9j|Y~l(Zs;lrT4gIL&8VkG>E^SfAxy8^J=5xD_6a zLMHZJQOR-ybSzcA_Xi@-IbF!KmFFvtRlq0YS_QIK`NjxL9d=% z)ghgA9REV}61E zplWR;{47e=v9z)bv|s1(DSx|kufT#kFVV$5%xnXmD`o8i&fh1th&|hVSNc_>`&^d# ze7?aBeG?=;6>d!#bG-{=KcqjjOu6w*C(p~~rhL5`!!wHywd%<%0$*Q9gb2zP1Uquu zMuyc1(WyH|-gc`!e6zjuk^Y;DTI_bG&S8)d>)FueT$YkjvU?npe(Qa6a>w@54OmEA z+?+q^&cy?Lxeoa6#xvWuf7=pY&`i+Bi0x8Y6bYSB;-Lk7z``N~k(+Y4VXwJ05UgAn zNl&${rGBqrZTPXP1_^(R$0Hr@Cj1fwj*>-%uyoOZIJL}Lgh6+7Li8bcY ziWL4da^0q#rRp@bS31wrK1zRhhOilcdLP_jT0I?d)qHivr-*u!PQTH{ms-k}ZSM(* z+RI3p6qI8_#CpznEon3fo{|Sv)XIk}_v^aKvk4!`%_W{$h8#Ppo`c)HkA&OR%PQJ1 z0zaMehuZa#rc$f&sO!JY3$L7bbgbI;?YH5Dc(8hd=Kb)xx+Aoa6!Ek>UlLBe76_LFO?6uTaJH5?I6;9Y**7 zGI*3u9>)#qyB5e(kmDJ*`@=ExskzA*>9$ogHvTzGoVHgWv&*xZ0oBiD)LT*Z9^J*L z<;3Iik->(wI&<=5OgJYZC1{JqMR;n~XGH$(Cj*9y&2-1l&zIP*Oentco6uhyJhhv| z;OMB9S|>%;Ga|Hfos_+>GUSFs=D zGOz`O!`fE|YHeL-*m+JQbxxRFlOWeuok-qG`h_ZXVKf}Te5hQ>Ucs`v)Bb> zEGj~u?C1w>Ak5EuCi#u9Waq+Fc0(1#b+7iRB}7hl_HW!DD=K;+UM`#A-fBU6pdjUn z`U-M68y4dYGrX_?pGm$j=(K4&-2L#6awU?%epw^ed2
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+sidebar_label: Patterns +--- + +# Patterns + +With Kargo being mostly unopinionated, the full range of what you can accomplish +with it is vast. Sometimes, that open-endedness can be overwhelming. This +section attempts to enumerate, describe, and assign names to common solutions +for common use cases. + +As tends to be the case with patterns, these were not invented so much as they +were _discovered_. What we describe here is a distillation of things that have +worked well for us and for other users. Importantly, the patterns described here +can be tweaked to suit your needs and can even be _combined_ with one another to +address more complex use cases. + +All patterns presented here will assume Argo CD as the GitOps agent. + +:::note +The intent of this section is _not_ to constrain solutions to these patterns, +but to provide inspiration and guidance on how Kargo's flexibility can be +leveraged creatively. +::: + +## Pipeline Structure + +"Pipelines" are not a formal concept in Kargo, but a term we casually use to +reference the directed acyclic graph (DAG) of resources like `Warehouse`s and +`Stage`s that define the flow of artifacts from their sources to their ultimate +destinations. + +The patterns in this section are structural in nature. They describe common +scenarios and strategies for addressing them _through careful pipeline design._ + +### Image Updater + +This simple pattern fills a similar niche to that of +[Argo CD Image Updater](https://argocd-image-updater.readthedocs.io/en/stable/). +You might consider applying this if your only concern is updating the image used +by some application as new versions become available. One advantage of +approaching this with Kargo is that updates are rolled out stage by stage, with +a failure in a "test" stage, for instance, preventing the same update from +progressing to other stages, including production. + +![Image Updater](./img/image-updater.png) + +To apply this pattern: + +1. Create a single `Warehouse` that subscribes to an image repository with + appropriate criteria so as to continuously identify the image revision you + would consider to be newest. Each time it discovers a new image revision, the + `Warehouse` will produce a new `Freight` resource that references it. + +1. Connect any number of `Stage`s to this `Warehouse`. As `Freight` originating + from it are promoted to each `Stage`, they will utilize a simple promotion + process that: + 1. Updates some stage-specific configuration in a Git repository to + reference the new image revision. + 1. Triggers an associated Argo CD `Application` to sync with the updated + configuration. + +### Config Updater + +This simple pattern continuously monitors a Git repository for configuration +changes. A distinct advantage of this pattern is that a single configuration +change that is intended to be rolled out to _all_ stages can be applied just +once in the application's "base" configuration, but Kargo can _still_ promote +the change stage by stage. + +![Config Updater](./img/config-updater.png) + +To apply this pattern: + +1. Create a single `Warehouse` that subscribes to a Git repository with + appropriate criteria so as to continuously identify the commit containing + the configuration you would consider to be newest. Typically this is simply + whatever commit is at the head of your `main` branch. Each time it discovers + a new commit, the `Warehouse` will produce a new `Freight` resource that + references it. + +1. Connect any number of `Stage`s to this `Warehouse`. As `Freight` originating + from it are promoted to each `Stage`, they will utilize a simple promotion + process that: + 1. Uses a configuration management tool like Kustomize or Helm to combine + the application's "base" configuration with stage-specific configuration. + 1. Writes the combined configuration to a Git repository. + 1. Triggers an associated Argo CD `Application` to sync with the combined + configuration. + +:::note +The combined configuration can be written to the same Git repository that is +monitored by the `Warehouse` or an entirely separate repository. + +If writing to the same repository, the combined configuration should be written +to a different (possibly stage-specific) branch _or_ to a specific path within +the `main` branch that is _ignored_ by the `Warehouse` so as not to +created a "feedback loop." + +This is discussed in greater details in the [Storage Options](#storage-options) +section. +::: + +:::info +This pattern can still update the image used by an application, but it treats +such a change as it would any other configuration change. i.e. It does not occur +automatically as in the [Image Updater](#image-updater) pattern, but any +user-initiated update of application configuration to reference a new image +revision will be rolled out in the same way as any other configuration change. +::: + +### Common Case + +The common case combines the qualities of the [Image Updater](#image-updater) +and [Config Updater](#config-updater) patterns. + +![Common Case](./img/common-case.png) + +To apply this pattern: + +1. Create a single `Warehouse` that subscribes to an image repository _and_ a + Git repository with appropriate criteria so as to continuously identify the + image revision and commit you would consider to be newest. Each time it + discovers a new image revision, a new commit, _or both_, the `Warehouse` will + produce a new `Freight` resource referencing both an image revision _and_ a + commit. Being referenced by a single `Freight` resource, the two artifacts + will be promoted from stage to stage _together as a unit_. + +1. Connect any number of `Stage`s to this `Warehouse`. As `Freight` originating + from it are promoted to each `Stage`, they will utilize a simple promotion + process that: + 1. Updates some stage-specific configuration to reference the new image + revision _and_ uses a configuration management tool like Kustomize or + Helm to combine the application's "base" configuration with the updated + stage-specific configuration. + 1. Writes the combined configuration to a Git repository. + 1. Triggers an associated Argo CD `Application` to sync with the combined + configuration. + +:::note +The combined configuration can be written to the same Git repository that is +monitored by the `Warehouse` or an entirely separate repository. + +If writing to the same repository, the combined configuration should be written +to a different (possibly state-specific) branch _or_ to a specific path within +the `main` branch that is _ignored_ by the `Warehouse` so as not to +created a "feedback loop." + +This is discussed in greater details in the [Storage Options](#storage-options) +section. +::: + +### Parallel Pipelines + +Kargo does not require that all resources within a single `Project` participate +in a single DAG. Multiple, disconnected DAGs can exist within a single `Project` +to effect completely independent workflows for different applications. + +![Parallel Pipelines](./img/parallel-pipelines.png) + +:::info +The choice to define multiple, independent pipelines within a single `Project` +might be made on the basis of organizational structure. If, for instance, a +single team is responsible for multiple, related microservices, it may make +sense to manage them together in a single `Project`. +::: + +### Pre-Pipelines + +A "pre-pipeline" can be used to "convert" pipelines implementing patterns such +as the [Common Case](#common-case) into a simpler pipeline such as one +implementing the [Config Updater](#config-updater) pattern. + +To apply this pattern, a single `Stage` in the "pre-pipeline" can create new +artifacts that are subscribed to by a second pipeline's `Warehouse`: + +![Pre-Pipelines](./img/pre-pipelines.png) + +### Grouped Services + +In an ideal world, the lifecycles of all services or microservices would be +completely independent of one another. That flexibility, after all, is one of +the main benefits of a microservice architecture. But we don't live in an ideal +world and it's not uncommon, for instance, that changes to the front end of an +application cannot be promoted without also promoting corresponding updates to +the back end. + +Two specific features of Kargo can help to manage such scenarios: + +1. Artifacts referenced by a single `Freight` resource are promoted from stage + to stage _together as a unit_. + +1. "Stage" can mean whatever your use case requires it to mean. + +![Grouped Services](./img/grouped-services.png) + +To move related artifacts through a pipeline together: + +1. Create a single `Warehouse` that subscribes to the repositories of all + relevant artifacts. Each time it discovers a new revision of any, _or all_, + of them the `Warehouse` will produce a new `Freight` resource referencing one + revision of each. Being referenced by a single `Freight` resource, these + artifacts will be promoted from stage to stage _together as a unit_. + +1. Connect any number of `Stage`s to this `Warehouse`. Here, each `Stage` + represents a promotion target for _multiple services_. As `Freight` + originating from the one `Warehouse` are promoted to each `Stage`, they will: + 1. Use a suitable process to combine the artifacts into stage-specific + configuration(s). + 1. Write the combined configurations to a Git repository. + 1. Trigger _one or more_ associated Argo CD `Application` resources to sync + with the combined configurations. + +:::info +A single Argo CD `Application` resource _can_ manage the deployment of multiple +related services -- a fact you may sometimes wish to leverage in the case of +services that are tightly coupled. +::: + +:::warning +If you find yourself creating `Warehouse` resources that subscribe to a large +number of repositories to create `Freight` resources that reference a large +number of artifacts that will all be promoted from stage to stage _together as a +unit_, it is advisable to stop and ask yourself if coupling the promotion of so +many artifacts was truly your intent. In many cases, users who have found +themselves doing something such as this have done so without understanding the +options that may have served their use case better. +::: + +### Ordered Services + +In a variation on the [Grouped Services](#grouped-services) pattern, you may +further require that related services be updated in a specific order. For +instance, it would not be uncommon to require that changes to an application's +back end be promoted prior to any changes to its front end. There are a number +of ways to approach this. + +1. Leverage Your GitOps Agent + + Argo CD, for instance, has a feature called + [sync waves](https://argo-cd.readthedocs.io/en/stable/user-guide/sync-waves/) + that can be used to control the order in which resources are synchronized. + +1. Serialize `Application` syncs + + Instead of concluding a promotion process by triggering one or more Argo CD + `Application` resources to sync all at once, a promotion process may be + designed to trigger `Application` syncs _sequentially_, either at the end of + the process, or one at a time as other specific steps of the process are + completed. + +1. Leverage the flexible definition of "stage" + + By defining a pipeline like so, a _subset_ of artifacts referenced by a + `Freight` resource can be "dropped off" at each `Stage`: + + ![Ordered Services](./img/ordered-services.png) + + :::note + In this example, with alternating stages promoting a _different subsets_ of + the artifacts referenced by a `Freight` resource, there are two (slightly) + _different_ promotion processes used by alternating stages. + ::: + +### Fanning Out / In + +When assembling a promotion pipeline from many `Stage` resources, it is not +required that the pipeline be strictly linear. + +It is plausible, for instance, that after a `Freight` resource has been promoted +to a "test" stage and passed some battery of tests, that it should next be +promoted to two _different_ stages for distinct purposes. Perhaps, for instance, +it may be promoted to _both_ a "qa" stage and a "uat" stage. In the "qa" stage, +QA engineers will try their hardest to break the application, which could be +disruptive to a product owner attempting to validate that business requirements +have been met -- if not for the product owner's own "uat" stage. This is an +example of "fanning out." + +When fanning out is applied, it is also possible to promote `Freight` to +multiple "downstream" stages simultaneously. + +"Fanning in" is the inverse of fanning out. It is a case where a single stage +can have `Freight` promoted to it after passing required tests in any one of +multiple "upstream" stages. + +![Fanning Out / In](./img/fan-out-in.png) + +Fanning out and back in can also be an effective way to implement A/B testing. +Here, different `Freight` resources referencing different revisions of a +container image have been promoted into the "A" and "B" stages. When one of +these or the other has been deemed suitable for production, that one can be +promoted: + +![A/B Testing](./img/a-b-testing.png) + +:::info +It is common for pipelines to fan in or out (or both) at +[Control Flow Stages](#control-flow-stages). +::: + +### Control Flow Stages + +Control flow stages are stages that define no promotion process. Their utility +is only to de-clutter a pipeline (see [Fanning Out / In](#fanning-out--in)) or +to provide an additional interaction point within it. + +A "tangled" pipeline: + +![Tangled Pipeline](./img/tangled.png) + +Using a control flow stage: + +![Control Flow Stages](./img/control-flow.png) + +### Multiple Warehouses + +![Multiple Warehouses](./img/multiple-warehouses.png) + +This pattern is in some ways the inverse of the +[Grouped Services](#grouped-services) pattern. In the Grouped Services pattern, +we learned that a single `Warehouse` that subscribes to multiple repositories +produces `Freight` that reference multiple artifacts that will be promoted from +stage to stage _together as a unit_. + +A corollary to this is that artifacts in _different_ `Freight` resources can +be promoted from stage to stage _independently_ of one another. + +Consider a scenario wherein it is common to promote new revisions of a container +image from stage to stage, all the way to production, rapidly and many times per +day, whilst configuration changes are more rare and are promoted more slowly, +with greater deliberation. In such a case, "packaging" image revisions and +configuration changes into a single `Freight` resource would make it all but +impossible to promote the image revisions and configuration changes at different +cadences. + +The solution to the above is to create two separate `Warehouse` resources, with +one subscribing to the container image repository and the other subscribing to a +Git repository containing configuration. Each `Warehouse` will produce `Freight` +resources that reference just a single revision of an artifact. Both +`Warehouse`s can be connected to the _same_ `Stage`s, so that each `Stage` +effectively has two parallel pipelines running through it, with each of those +delivering one type of artifact or the other. + +### Freight Assembly + +At times, when applying other patterns such as the [Common Case](#common-case) +or [Grouped Services](#grouped-services) -- any pattern that involves `Freight` +resources referencing multiple artifacts -- you may encounter a specific +difficulty: Sometimes there is a time delay between the discovery of a new +revision of one artifact and the discovery of a new revision of another. + +To illustrate this difficulty, imagine that new versions of a container image +_frequently_ require corresponding changes to application configuration -- for +instance, new environment variables that must be set. If a `Warehouse` that +watches for new revisions of the image and the configuration frequently +discovered new revisions of the image _without_ a new revision of the +configuration, the `Freight` resources it produces would frequently pair new +image revisions with incompatible configuration. + +One strategy for dealing with this is to configure the `Warehouse` to +continuously discover new revisions of artifacts, but _without_ automatically +producing `Freight` resources. This configuration permits a user to use the +"Freight Assembly" feature to manually select a compatible combination of +revisions to promote. + +![Freight Assembly](./img/assembly.png) + +:::info +Additional features have been proposed to limit the automatic production of +`Freight` that may reference incompatible revisions of different artifacts, +which, in time, are likely to be implemented as well. +::: + +### Mixed Promotion Modes + +Promotion policies can be configured to allow or disallow new `Freight` +resources being promoted to each stage automatically. It is common for policies +to permit new `Freight` to progress from stage to stage automatically _up to a +point_, with promotions beyond that point, and into production, being manual. + +There are less obvious uses for this feature, however. + +Revisiting the problem posed in the introduction of the +[Freight Assembly](#freight-assembly) +pattern (incompatible artifact revisions), it is possible to leave automatic +`Freight` production enabled on the `Warehouse`, but disallow auto-promotions to +the leftmost `Stage` ("test," perhaps). In this way, any invalid combinations of +artifact revisions will not be immediately promoted to the "test" stage. +Instead, a user can manually select a `Freight` resources referencing a valid +combination of artifact revisions for promotion to that `Stage`. + +### Gatekeeper Stage + +Once again touching on the problem of `Freight` referencing incompatible +artifact revisions, if resources permit, it is possible to introduce a +"gatekeeper" `Stage` at the far left side of a pipeline. This is a `Stage` +wherein _things are allowed to fail_. + +With a gatekeeper `Stage` in place, your `Warehouse` can continue producing +`Freight` resources automatically and new `Freight` resources can be promoted +automatically to the gatekeeper `Stage`. `Freight` resource can also be +promoted automatically _from_ the gatekeeper `Stage` to the next `Stage`, but +_failures_ in the gatekeeper `Stage` will block incompatible combinations of +artifact revisions from progressing further. + +A `Freight` resource referencing incompatible revisions of different artifacts +is likely to be succeeded shortly by a new `Freight` resource that references +_compatible_ revisions of the artifacts, which will successfully clear the +gatekeeper `Stage`. + +## Repository Patterns + +This section documents common strategies for organizing Git repositories housing +application configurations. In general, the layout of any such repository must +provide for the separation of common, "base" configuration applicable to all +from stage-specific configuration that is unique to each. + +As with all patterns presented in this document, you should not consider +yourself constrained by them. They are presented here as a starting point for +your own creativity. + +### Layout with Helm + +If your Git repository contains configuration in the form of a Helm chart, it is +common that the chart's `values.yaml` file, which provides default options +during chart installation, will contain "base" configuration. Stage-specific +configuration can be provided by supplemental values files that amend or +override defaults found in the base `values.yaml`. + +A typical layout for such a repository may resemble this one: + +```console +. +├── Chart.yaml +├── stages +│   ├── prod +│   │   └── values.yaml +│   ├── test +│   │   └── values.yaml +│   └── uat +│   └── values.yaml +├── templates +│   ├── _helpers.tpl +│   ├── deployment.yaml +│   └── service.yaml +└── values.yaml +``` + +### Layout with Kustomize + +If you utilize Kustomize for configuration management, it is common to organize +configuration with a common "base" and stage-specific overlays. + +A typical layout for such a repository may resemble this one: + +```console +. +├── base +│   ├── deploy.yaml +│   ├── kustomization.yaml +│   └── service.yaml +├── charts +│   └── kargo-demo +└── stages + ├── prod + │   └── kustomization.yaml + ├── test + │   └── kustomization.yaml + └── uat + └── kustomization.yaml +``` + +### Monorepo Layout + +When working with monorepos containing configuration for multiple applications, +it is common to organize configurations by application and then by stage. + +A typical layout for such a monorepo storing many Helm charts may resemble this: + +```console +. +├── guestbook +│   ├── Chart.yaml +│   ├── stages +│   │   ├── prod +│   │   │   └── values.yaml +│   │   ├── test +│   │   │   └── values.yaml +│   │   └── uat +│   │   └── values.yaml +│   ├── templates +│   │   ├── _helpers.tpl +│   │   ├── deployment.yaml +│   │   └── service.yaml +│   └── values.yaml +└── portal + ├── Chart.yaml + ├── stages + │   ├── prod + │   │   └── values.yaml + │   ├── test + │   │   └── values.yaml + │   └── uat + │   └── values.yaml + ├── templates + │   ├── _helpers.tpl + │   ├── deployment.yaml + │   └── service.yaml + └── values.yaml +``` + +A typical layout for a monorepo storing many Kustomize configurations may +resemble this: + +```console +. +├── guestbook +│   ├── base +│   │   ├── deploy.yaml +│   │   ├── kustomization.yaml +│   │   └── service.yaml +│   └── stages +│   ├── prod +│   │   └── kustomization.yaml +│   ├── test +│   │   └── kustomization.yaml +│   └── uat +│   └── kustomization.yaml +└── portal + ├── base + │   ├── deploy.yaml + │   ├── kustomization.yaml + │   └── service.yaml + └── stages + ├── prod + │   └── kustomization.yaml + ├── test + │   └── kustomization.yaml + └── uat + └── kustomization.yaml +``` + +:::warning +When storing configuration for many applications in a single repository, any +`Warehouse` resources that subscribe to that repository should be carefully +configured with path filters such that only changes to _relevant_ configuration +are detected. A `guestbook` `Warehouse`, for instance, should be unconcerned +with changes to `portal` configuration. +::: + +### Storage Options + +Toward the conclusion of most promotion processes, output of some kind must be +written to a Git repository so it can be picked up and applied by a GitOps agent +such as Argo CD. There are a few viable options by which to approach this: + +1. **Stage-Specific Branches** + + This is decidedly the maintainers' preferred approach, but it is by no means + required. + + :::info + The practice of storing stage-specific configuration in dedicated branches + seems to have been unfairly maligned through misunderstanding of a certain + infamous blog post, which was actually asserting that _GitFlow_ has no place + in GitOps. + + Some users also object to this approach on the grounds that they don't wish + to maintain a large number of branches. In fact (this is not GitFlow), it is + never incumbent upon users to _merge_ changes between branches. Thus, we + encourage users to view stage-specific branches _not_ as a maintenance + burden, but simply as _storage_. If it helps to conceptualize it, each + branch may as well be an S3 bucket. + ::: + +1. **Writing Back to `main`** + + Users who truly prefer to work with only a single branch may choose to write + the output of any promotion process _back_ to their `main` (trunk) branch, + _however_, doing so requires some deliberate care. The _output_ of promotion + processes should be written to paths within the repository that are + _distinct_ from the _input_ to those processes. + + For example, the following repository layout keeps the input to promotion + processes in the `src` directory and the output in the `builds` directory. + + :::warning + Any `Warehouse` resources that subscribe to this repository must carefully + apply path filters to ensure that changes within the `builds` directory do + not trigger the production of new `Freight` resources. Failure to do so may + result in a "feedback loop." + ::: + + ```console + . + ├── builds + │   ├── guestbook + │   │   ├── prod + │   │   ├── test + │   │   └── uat + │   └── portal + │   ├── prod + │   ├── test + │   └── uat + └── src + ├── guestbook + │   ├── base + │   │   ├── deploy.yaml + │   │   ├── kustomization.yaml + │   │   └── service.yaml + │   └── stages + │   ├── prod + │   │   └── kustomization.yaml + │   ├── test + │   │   └── kustomization.yaml + │   └── uat + │   └── kustomization.yaml + └── portal + ├── base + │   ├── deploy.yaml + │   ├── kustomization.yaml + │   └── service.yaml + └── stages + ├── prod + │   └── kustomization.yaml + ├── test + │   └── kustomization.yaml + └── uat + └── kustomization.yaml + ``` + +1. **Writing to a Separate Repository** + + Kargo does not require that the output of promotion processes be written to + the same repository that is monitored by `Warehouse` resources. If it suits + your use case, it is plausible to write the output of promotion processes to + one or multiple branches of an entirely separate repository. + +## Promotion Patterns + +Being mostly unopinionated, Kargo does not pre-define any specific promotion +processes. Instead, it provides a number of fine-grained +[Promotion Steps](../reference-docs/promotion-steps) that can be combined to +implement a user-defined promotion process. + +This section documents a "typical" promotion process as well as a few common +techniques. + +:::info +Support for custom / third-party promotion steps is coming in a future release. +::: + +### The Common Case + +Details vary, but a common promotion process might look something like this: + +1. Clone a Git repository containing the application's configuration, possibly + checking out multiple commits or branches. + +1. Perform small edits on specific files. This might, for instance, involve + updating a `values.yaml` file in a Helm chart to reference a new revision of + a container image. + +1. Combining the application's "base" configuration with stage-specific + configuration. This could be as simple as copying relevant configuration to + some other location or could involve a configuration management tool like + Kustomize or Helm as described in the [Rendered Configs](#rendered-configs) + pattern below. + +1. Write the updated and combined configuration to a Git repository using any + option laid out in the [Storage Options](#storage-options) section. + +1. Trigger an associated Argo CD `Application` resource to sync with the newly + promoted configuration. + +### Rendered Configs + +This common pattern is easily combined with most others and, in fact, we've +alluded to it in some of the other patterns: + +> Uses a configuration management tool like Kustomize or Helm to combine +> the application's "base" configuration with stage-specific configuration. + +To make a finer point of this, "rendering" configs means using (Kargo's +equivalent of) commands like `helm template` or `kustomize build` to generate +Kubernetes manifests that are _plain YAML_ and require no further processing to +be applied to a cluster. + +While Kargo does not require that you do this, it is a technique we highly +recommend chiefly because diffing plain YAML (whist reviewing a PR, perhaps) +promotes a comprehensive understanding of the changes to be applied. By +contrast, diffing changes to a Helm `values.yaml` file or a Kustomize overlay +both require knowledge of those tools and some degree of mental gymnastics to +reason over the changes that will be applied after the GitOps agent has +performed the rendering. + +:::info +Pre-rendering configuration in this manner can also boost the performance of +your GitOps agent, which will be relieved of any responsibility for executing +configuration management tools. +::: + +### Pseudo-GitOps + +This pattern is intentionally presented last because it's not _real GitOps_ in +that desired state is not declared (or not _entirely_ declared) in a Git +repository. + +Kargo does permit user-defined promotion processes to directly mutate the state +of Argo CD `Application` resources. This can be used, for instance, to update +Helm-specific or Kustomize-specific attributes of an `Application` resource. It +can also be used to update the `source.targetRevision` field to effectively +change the Git commit or Helm chart version to which the `Application` syncs. + +Kargo implements these capabilities mainly to reduce the overhead of simply +experimenting with Kargo, but we _strongly_ recommend against applying this +pattern in a production setting.